what math prerequisites are necessary to understand cutting edge AI algorithms? Are there any study guides for this shit?

what math prerequisites are necessary to understand cutting edge AI algorithms? Are there any study guides for this shit?

  1. 2 weeks ago
    Anonymous

    Literal undergrad math

    Do you know
    >statistics
    >ODE
    >PDE

    You're good to go. Only thing you need is to translate the parameter into a program

    • 2 weeks ago
      Anonymous

      why PDE?

      • 2 weeks ago
        Anonymous

        Derivatives = gradients
        AI uses lot of gradient optimization

        You don't need to understand algorithms, you need to be able to use a certain implementation. I bet anyone can write Adam optimiser. And it's not AI, it's just some machine learning

        • 2 weeks ago
          Anonymous

          ML is a subfield of ai

          • 2 weeks ago
            Anonymous

            Tell that to anyone doing actual ML, eg PhDs/postdocs not uni freshman. lmao

            • 2 weeks ago
              Anonymous

              What is a vector
              what is an array
              hardware go bbbrrrrrrr
              what is fuck around
              anything else is cope by bigboy biggurl cathedral midwits like
              postdocs maxe garbage toiletpaper no one reads. I daisy chain gpu and make porn for fat dosh.

              • 2 weeks ago
                Anonymous

                you use code written by postdocs retarded highschooler

              • 2 weeks ago
                Anonymous

                cool thanx for the free labor moron slave

              • 2 weeks ago
                Anonymous

                I get paid a LOT than you

              • 2 weeks ago
                Anonymous

                kek, imagine the physiognomy of the bugman who reads AI research papers

    • 2 weeks ago
      Anonymous

      You don't need Ordinary Differential Equations nor Partial Differential Equations to understand how to construct or use a neural network. Those mathematical objects aren't used. In fact, you only has to know what is a function and the four basic operations (+, -, * and /). If you want to go a bit deeper, knowing what is a matrix (a table of values) and what is a "derivative" (the idea, its meaning, not the mathematical expression) and how to minimize a function are enough.

      • 2 weeks ago
        Anonymous

        And if you really want to know it all, you need basic statistics and probabilities (probability law, expected value, etc.). Nothing crazy.

        • 2 weeks ago
          Anonymous

          This is also my guess from what I hear from ai people. I guess it depends on the bar for "understanding." Many a data sci researcher, I suspect, are basically monkeys -- don't really know how it works, but can intuit what is useful and create code that appears to do what you want.

  2. 2 weeks ago
    Anonymous

    This is good shit. Just ask gptchat for a study guide to breach barriers you might find.

    https://karpathy.ai/zero-to-hero.html

    • 2 weeks ago
      Anonymous

      basic math skills and bare minimum knowledge of statistics.

      fuck off, retard.

      • 2 weeks ago
        Anonymous

        >fuck off, retard.
        Are you ok? That site displays the prerequisites and should be a nice start for OP to understand what he needs to study. Asking chatgpt is a much better choice than flaming assholes like you who think they are so much better than other people.

        But I guess you can't comprehend this, since you are a failed human being.

    • 2 weeks ago
      Anonymous

      Not OP nor the strange anon that called you retarded but I'll go through that Karpathy lecture tomorrow, looks great thanks anon

  3. 2 weeks ago
    Anonymous
    • 2 weeks ago
      Anonymous

      >meme list
      Fuck off, midwit.

    • 2 weeks ago
      Anonymous

      Is there a list like this but for physics and chemistry?

  4. 2 weeks ago
    Anonymous

    >NO YOU CAN'T JUST DO CALCULATIONS IN MATH IN C YOU HAVE TO CREATE A NODE OBJECT AND AN EDGE OBJECT

  5. 2 weeks ago
    Anonymous

    How in the name of fuck do people learn math? Is there some secret like number sense?

    • 2 weeks ago
      Anonymous

      You go to uni for it

  6. 2 weeks ago
    Anonymous

    dr chudner?

    • 2 weeks ago
      Anonymous
  7. 2 weeks ago
    Anonymous

    There can be some slightly more involved math when you're looking at problem specific architectures, but if you just want to understand how a basic ass NN works, you need very little math.

  8. 2 weeks ago
    Anonymous
  9. 2 weeks ago
    Anonymous

    >https://karpathy.ai/zero-to-hero.html
    well done!

  10. 2 weeks ago
    Anonymous

    Thank you Dr. Chud!

  11. 2 weeks ago
    Anonymous

    To understand cutting-edge AI algorithms, a strong background in linear algebra, calculus, and probability is necessary. Additionally, some knowledge of optimization techniques, such as gradient descent, and basic algorithms, such as dynamic programming and search, would be helpful.

    Linear algebra concepts such as matrix operations, eigenvalues, and eigenvectors are used in many AI algorithms, including neural networks. Calculus is used for optimization and training machine learning models. Probability is used for modeling uncertainty and making decisions under uncertainty.

    There are many resources available for studying these topics, including online tutorials, textbooks, and MOOCs (massive open online courses). Some popular resources include:

    Khan Academy (linear algebra, calculus)
    3Blue1Brown (linear algebra, calculus, neural networks)
    Coursera (machine learning, deep learning)
    edX (probability, optimization)
    It's also worth noting that many AI researchers also come from diverse backgrounds, so don't be discouraged if you don't have a strong math background. A lot of the material is learnable and there are many resources to help you learn.

    catgpt

  12. 2 weeks ago
    Anonymous

    >Dr. Chud

  13. 2 weeks ago
    Anonymous

    Trust me, I'm not a doctor.

  14. 2 weeks ago
    Anonymous

    >

Your email address will not be published. Required fields are marked *